Custodian Labs vs Lineation

from custodian_labs import Custodian model = Custodian( model="gpt-4o", system_prompt="You are a helpful assistant.

Lineation is the accountability layer for AI agents, zero-trust agent identity, LLM gateway, and MCP gateway with cross-provider policy, runtime defense, and forensic...

About Custodian Labs

from custodian_labs import Custodian model = Custodian( model="gpt-4o", system_prompt="You are a helpful assistant. The proprietary Guardian Layer is the guardrail that detects PII and puts you in control of how it's handled before it reaches any model. Give your agent long-term memory and document retrieval without configuring embeddings or vector DBs. Your agent logic stays exactly as it is; only the model underneath changes. No database to provision, no vector store to connect, no hosting to manage.

About Lineation

Lineation is the accountability layer for AI agents, zero-trust agent identity, LLM gateway, and MCP gateway with cross-provider policy, runtime defense, and forensic lineage. Start free in the cloud or book an on-prem demo. Lineation gives security and platform teams one line of defense, zero-trust agent identity, an LLM gateway and MCP gateway across every model and tool, policy that travels with the workflow, and an incident story your auditors can follow. Listing here reflects integration compatibility and does not imply endorsement, partnership, or certification by any of the companies shown.